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Following the global success of DeepSeek, the deep reasoning and general agent frameworks represented by OpenAI Deep Research and Manus have once again ignited the tech community, showcasing remarkable intelligent reasoning and execution capabilities. However, in enterprise-level critical task scenarios, the limitations of such general architectures are becoming increasingly apparent: insufficient internal information integration leads to limited accuracy in complex problem analysis; reliance on a limited set of tools fails to meet the diverse needs of various scenarios; and an excessive focus on deep reasoning often results in lengthy decision chains, making it difficult to meet real-time response requirements. These challenges pose severe tests to the reliability, flexibility, and rapid response capabilities required for enterprise applications.
In response to the explosive market demand, ShuDian Technology has taken the lead in launching the enterprise-level Multi-Agent framework AskBot.
AskBot not only quickly integrates vast industry knowledge and enterprise data but also accurately identifies and dissects users’ vague needs and professional questions. More importantly, AskBot has the capability to flexibly call various tools, automatically selecting the optimal tool combination based on business scenarios for intelligent data queries, deep intelligent analysis, or real-time alert responses. Users can ask questions freely, and AskBot responds effortlessly!
With this “freedom of inquiry” feature, AskBot excels in responding to simple questions in seconds and performing deep reasoning for complex tasks, perfectly balancing speed and accuracy. It has been calculated that in the intelligent data analysis scenario of a leading central state-owned enterprise, AskBot’s accuracy rate exceeds 99%, achieving second-level responses, fully meeting modern enterprises’ high-performance demands for data-driven decision-making.
The core advantages of AskBot
Multi-Agent System and Deep Knowledge Integration
Traditional RAG often suffers from insufficient internal information aggregation, while reasoning frameworks like Deep Research struggle to fully integrate with internal enterprise data. AskBot has significant advantages in the depth and integration of information in enterprise scenarios, capable of seamlessly connecting various data sources at zero cost, deeply integrating internal and external professional information, and dynamically adjusting strategies in reasoning through a “planning-feedback-replanning” path until user problems are accurately resolved.
Flexible Tool Integration and Efficient Parallel Execution
Compared to the limitations often faced by general agent enterprise tools, AskBot comes equipped with over a hundred core data analysis tools and employs a Multi-Agent parallel scheduling strategy, allowing multiple tools to be called and executed simultaneously. This greatly enhances task execution efficiency and information processing capabilities compared to workflow-style serial strategies, enabling faster and more accurate decision-making.
Adaptive Response and Intelligent Decision-Making
The recently popular deep reasoning models and frameworks have significantly improved problem-solving capabilities but often come with longer wait times. AskBot adopts an intelligent layered response strategy, flexibly adjusting processing methods for tasks of varying difficulty—providing second-level feedback for simple questions and automatically entering deep reasoning for complex issues, ensuring efficient handling of simple problems while accurately addressing complex challenges.
Beyond Querying, Comprehensive Intelligence
Traditional BI analysis tools often limit the capabilities of large models to data querying, while AskBot’s Multi-Agent system not only achieves BI-level precise analysis but also fully leverages the general reasoning and decision-making capabilities of large language models, making enterprise data analysis smarter and more efficient.
Successful Implementation and Industry Recognition
AskBot has been successfully deployed in multiple fields such as finance and energy, with customer feedback highlighting its excellent intelligence in key business scenarios like intelligent data analysis and risk warning, significantly enhancing decision-making efficiency and business security, potentially becoming a primary form of AGI in the enterprise data domain.
ShuDian Technology has always adhered to the concept of technological innovation, committed to integrating cutting-edge AI technology into actual business scenarios. The launch of AskBot not only fills the gap in high-precision data decision-making and intelligent tool integration for enterprises but also builds a bridge for exploring enterprise AGI in the industry. In the future, ShuDian Technology will continue to delve into the field of enterprise AGI applications, providing strong technical support and innovative momentum for enterprises’ digital transformation.
Enterprise surpasses innovation, innovation stems from integration!
Experience AskBot now
Start a new era of intelligent decision-making for enterprises
About ShuDian Technology
Founded in 2022, ShuDian Technology is a leading provider of enterprise large model data intelligence technology and products in the industry, dedicated to creating enterprise-specific large models and related intelligent application products driven by a data virtualization engine, assisting enterprises in digital upgrades and enhancing their data-driven decision-making capabilities.
Currently, ShuDian Technology has built the data virtualization engine X-Engine and the enterprise agent building platform AskBot, and has successively launched products such as generative intelligent analysis AskBI and generative intelligent knowledge base AskDoc, helping enterprises integrate data assets, gain insights into business patterns, and achieve intelligent decision-making.
ShuDian Technology boasts a strong technical team, with core employees from globally renowned companies such as Alibaba, Tencent, Google, and Microsoft. The company has branches in Beijing, Shanghai, Shenzhen, Hangzhou, Chengdu, and Wuhan, widely serving clients in the financial sector, state-owned enterprises, and the new economy.